QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX
☆180Mar 25, 2026Updated 2 weeks ago
Alternatives and similar repositories for qonnx
Users that are interested in qonnx are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Brevitas: neural network quantization in PyTorch☆1,512Apr 4, 2026Updated last week
- High Granularity Quantizarion for Ultra-Fast Machine Learning Applications on FPGAs☆39Mar 13, 2026Updated 3 weeks ago
- Resource Utilization and Latency Estimation for ML on FPGA.☆18Updated this week
- Dataflow compiler for QNN inference on FPGAs☆970Updated this week
- Dataflow QNN inference accelerator examples on FPGAs☆252Mar 10, 2026Updated last month
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Live demo of hls4ml on embedded platforms such as the Pynq-Z2☆13Aug 23, 2024Updated last year
- Vitis HLS Library for FINN☆218Feb 25, 2026Updated last month
- Open Source Compiler Framework using ONNX as Frontend and IR☆33Aug 17, 2022Updated 3 years ago
- Fast inference of Boosted Decision Trees in FPGAs☆57Updated this week
- Machine learning on FPGAs using HLS☆1,931Updated this week
- Tutorial notebooks for hls4ml☆423Mar 20, 2026Updated 3 weeks ago
- Low Precision(quantized) Yolov5☆47Mar 24, 2025Updated last year
- SAMO: Streaming Architecture Mapping Optimisation☆35Oct 4, 2023Updated 2 years ago
- Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.☆458May 15, 2023Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆81Jul 21, 2022Updated 3 years ago
- An open-sourced PyTorch library for developing energy efficient multiplication-less models and applications.☆14Feb 3, 2025Updated last year
- QKeras: a quantization deep learning library for Tensorflow Keras☆577Feb 23, 2026Updated last month
- ☆25Sep 19, 2025Updated 6 months ago
- FINN+ is an extended version of FINN, a dataflow compiler for QNN inference on FPGAs. It is maintained by a group of researchers at Pader…☆48Updated this week
- Generate versal system design from ONNX model. AI engine kernels. Sub-microsecond speeds for autoencoders.☆17Dec 29, 2024Updated last year
- Example for applying Gaussian and Laplace clipping on activations of CNN.☆34Jan 20, 2019Updated 7 years ago
- 🧠 Benchmark facility to train networks on different datasets for PyTorch/Brevitas☆27Jan 27, 2023Updated 3 years ago
- ☆28Oct 21, 2020Updated 5 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆171Mar 9, 2023Updated 3 years ago
- PyTorch implementation for the APoT quantization (ICLR 2020)☆286Dec 11, 2024Updated last year
- This repository contains the results and code for the MLPerf™ Tiny Inference v0.7 benchmark.☆19May 18, 2023Updated 2 years ago
- Train and deploy LUT-based neural networks on FPGAs☆111Jun 12, 2024Updated last year
- ONNX Script enables developers to naturally author ONNX functions and models using a subset of Python.☆433Apr 3, 2026Updated last week
- [TMLR] Official PyTorch implementation of paper "Efficient Quantization-aware Training with Adaptive Coreset Selection"☆39Aug 20, 2024Updated last year
- Jupyter notebook examples on image classification with quantized neural networks☆70May 5, 2020Updated 5 years ago
- Binary Neural Network-based COVID-19 Face-Mask Wear and Positioning Predictor on Edge Devices☆12Jul 1, 2021Updated 4 years ago
- Model Compression Toolkit (MCT) is an open source project for neural network model optimization under efficient, constrained hardware. Th…☆434Mar 25, 2026Updated 2 weeks ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆18Jan 22, 2025Updated last year
- Awesome Quantization Paper lists with Codes☆10Feb 24, 2021Updated 5 years ago
- Model compression for ONNX☆100Mar 1, 2026Updated last month
- A tool for parsing, editing, optimizing, and profiling ONNX models.☆482Mar 11, 2026Updated last month
- New operators for the ReferenceEvaluator, new kernels for onnxruntime, CPU, CUDA☆36Feb 13, 2026Updated last month
- ☆32Nov 7, 2024Updated last year
- PyTorch model to RTL flow for low latency inference☆131Mar 15, 2024Updated 2 years ago